Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003771

The MH-36 locality cells most similar to this Sangli cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005552

distance 0.201

#2 · Kolhapurcell 4800005209

distance 0.209 · cross-district

#3 · Sanglicell 4930005350

distance 0.22

#4 · Dharashivcell 4880002500

distance 0.229 · cross-district

#5 · Sanglicell 4930005981

distance 0.236

#6 · Sanglicell 4930004097

distance 0.237

#7 · Sanglicell 4930006558

distance 0.242

#8 · Sanglicell 4930006216

distance 0.244

#9 · Kolhapurcell 4800005121

distance 0.244 · cross-district

#10 · Sanglicell 4930004845

distance 0.248

#11 · Sanglicell 4930004410

distance 0.248

#12 · Sanglicell 4930005229

distance 0.249

#13 · Sanglicell 4930005449

distance 0.251

#14 · Sanglicell 4930006225

distance 0.255

#15 · Sanglicell 4930004839

distance 0.258

#16 · Ahmednagarcell 4660004175

distance 0.258 · cross-district

#17 · Sanglicell 4930006223

distance 0.262

#18 · Laturcell 4810003119

distance 0.264 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":493,"cluster_id":4930003771}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.